Federal Reserve Bank of Atlanta President Dennis Lockhart, whose comments on the economy and monetary policy are seen by many as a reflection of the central bank’s consensus view, will step down in February.

The Atlanta Fed on Tuesday said Mr. Lockhart, who has led the bank since 2007, is leaving to “pursue interests in public policy, civic work and private business.” Mr. Lockhart, 69 years old, was facing mandatory retirement under...